Some applications of a novel desirability function in simultaneous optimization of multiple responses

In the framework of multi-response optimization techniques, the optimization methodology based on the desirability function is one of the most popular and most frequently used methodologies by researchers and practitioners in engineering, chemistry, technology and many other fields of science and te...

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Autor principal:	Marinković Velibor
Formato:	article
Lenguaje:	EN
Publicado:	University of Belgrade - Faculty of Mechanical Engineering, Belgrade 2021
Materias:	desirability function multi-response optimization design of experiments Engineering (General). Civil engineering (General) TA1-2040 Mechanics of engineering. Applied mechanics TA349-359
Acceso en línea:	https://doaj.org/article/9972706c442f40a18ac3f97ed778d444
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id	oai:doaj.org-article:9972706c442f40a18ac3f97ed778d444
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spelling	oai:doaj.org-article:9972706c442f40a18ac3f97ed778d4442021-12-05T21:01:45ZSome applications of a novel desirability function in simultaneous optimization of multiple responses1451-20922406-128X10.5937/fme2103534Mhttps://doaj.org/article/9972706c442f40a18ac3f97ed778d4442021-01-01T00:00:00Zhttps://scindeks-clanci.ceon.rs/data/pdf/1451-2092/2021/1451-20922103534M.pdfhttps://doaj.org/toc/1451-2092https://doaj.org/toc/2406-128XIn the framework of multi-response optimization techniques, the optimization methodology based on the desirability function is one of the most popular and most frequently used methodologies by researchers and practitioners in engineering, chemistry, technology and many other fields of science and technique. Numerous desirability functions have been introduced to improve the performance of this optimization methodology. Recently, a novel desirability function for multi-response optimization is proposed, which is smooth, nonlinear, and differentiable, and thus more suitable for applying some of the more efficient gradient-based optimization methods. This paper evaluates the performance of the proposed method through six real examples. After a comparative analysis of the results, it is shown that the proposed method in a certain measure outperforms the other competitive optimization methods.Marinković VeliborUniversity of Belgrade - Faculty of Mechanical Engineering, Belgradearticledesirability functionmulti-response optimizationdesign of experimentsEngineering (General). Civil engineering (General)TA1-2040Mechanics of engineering. Applied mechanicsTA349-359ENFME Transactions, Vol 49, Iss 3, Pp 534-548 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	desirability function multi-response optimization design of experiments Engineering (General). Civil engineering (General) TA1-2040 Mechanics of engineering. Applied mechanics TA349-359
spellingShingle	desirability function multi-response optimization design of experiments Engineering (General). Civil engineering (General) TA1-2040 Mechanics of engineering. Applied mechanics TA349-359 Marinković Velibor Some applications of a novel desirability function in simultaneous optimization of multiple responses
description	In the framework of multi-response optimization techniques, the optimization methodology based on the desirability function is one of the most popular and most frequently used methodologies by researchers and practitioners in engineering, chemistry, technology and many other fields of science and technique. Numerous desirability functions have been introduced to improve the performance of this optimization methodology. Recently, a novel desirability function for multi-response optimization is proposed, which is smooth, nonlinear, and differentiable, and thus more suitable for applying some of the more efficient gradient-based optimization methods. This paper evaluates the performance of the proposed method through six real examples. After a comparative analysis of the results, it is shown that the proposed method in a certain measure outperforms the other competitive optimization methods.
format	article
author	Marinković Velibor
author_facet	Marinković Velibor
author_sort	Marinković Velibor
title	Some applications of a novel desirability function in simultaneous optimization of multiple responses
title_short	Some applications of a novel desirability function in simultaneous optimization of multiple responses
title_full	Some applications of a novel desirability function in simultaneous optimization of multiple responses
title_fullStr	Some applications of a novel desirability function in simultaneous optimization of multiple responses
title_full_unstemmed	Some applications of a novel desirability function in simultaneous optimization of multiple responses
title_sort	some applications of a novel desirability function in simultaneous optimization of multiple responses
publisher	University of Belgrade - Faculty of Mechanical Engineering, Belgrade
publishDate	2021
url	https://doaj.org/article/9972706c442f40a18ac3f97ed778d444
work_keys_str_mv	AT marinkovicvelibor someapplicationsofanoveldesirabilityfunctioninsimultaneousoptimizationofmultipleresponses
_version_	1718371017160654848

Some applications of a novel desirability function in simultaneous optimization of multiple responses

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